The feasible region of induced graphs

TL;DR

This paper explores the feasible region of induced subgraph densities in graphs, providing new bounds, specific case analyses, and conjectures, thereby advancing understanding of graph structure and quantum graph generalizations.

Contribution

It offers the first systematic study of the feasible region for induced subgraphs, generalizes bounds to quantum graphs, and refines results for specific graphs like $K_r^-$ and $C_4$.

Findings

Bounds for quantum graphs generalizing Bollobás's result

Results for $K_r^-$, stars, and bipartite graphs

Conjecture linking $C_4$ feasible region to triangle density problem

Abstract

The feasible region $\Omega_{{\rm ind}}(F)$ of a graph $F$ is the collection of points $(x,y)$ in the unit square such that there exists a sequence of graphs whose edge densities approach $x$ and whose induced $F$-densities approach $y$. A complete description of $\Omega_{{\rm ind}}(F)$ is not known for any $F$ with at least four vertices that is not a clique or an independent set. The feasible region provides a lot of combinatorial information about $F$. For example, the supremum of $y$ over all $(x,y)\in \Omega_{{\rm ind}}(F)$ is the inducibility of $F$ and $\Omega_{{\rm ind}}(K_r)$ yields the Kruskal-Katona and clique density theorems. We begin a systematic study of $\Omega_{{\rm ind}}(F)$ by proving some general statements about the shape of $\Omega_{{\rm ind}}(F)$ and giving results for some specific graphs $F$. Many of our theorems apply to the more general setting of quantum graphs. For example, we prove a bound for quantum graphs that generalizes an old result of Bollob\'as for the number of cliques in a graph with given edge density. We also consider the problems of determining $\Omega_{{\rm ind}}(F)$ when $F=K_r^-$, $F$ is a star, or $F$ is a complete bipartite graph. In the case of $K_r^-$ our results sharpen those predicted by the edge-statistics conjecture of Alon et. al. while also extending a theorem of Hirst for $K_4^-$ that was proved using computer aided techniques and flag algebras. The case of the 4-cycle seems particularly interesting and we conjecture that $\Omega_{{\rm ind}}(C_4)$ is determined by the solution to the triangle density problem, which has been solved by Razborov.